Real ChatGPT answer · index seedUaQL9PLyQ8ocompleteHome services and improvement · roofingcommercial

What is the difference between mechanically attached and fully adhered application methods regarding commercial TPO roofing cost and wind uplift ratings?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between mechanically attached and fully adhered application methods regarding commercial TPO roofing cost and wind uplift ratings?
2 real searches · 1 real-search pass
commercial TPO roofing mechanically attached vs fully adhered cost wind uplift ratings comparison manufacturer technical guideGoogle ↗
OBSERVEDComparison
TPO roofing mechanically attached fully adhered wind uplift FM approvals perimeter corner fastening patterns cost labor materialGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
commercial TPO roofing mechanically attached vs fully adhered cost wind uplift ratings comparison manufacturer technical guide Google ↗
TPO roofing mechanically attached fully adhered wind uplift FM approvals perimeter corner fastening patterns cost labor material Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial TPO roofing mechanically attached vs fully adhered cost wind uplift ratings comparison manufacturer technical guide
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
TPO roofing mechanically attached fully adhered wind uplift FM approvals perimeter corner fastening patterns cost labor material
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1